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Ko TS, Catennacio E, Shin SS, Stern J, Massey SL, Kilbaugh TJ, Hwang M. Advanced Neuromonitoring Modalities on the Horizon: Detection and Management of Acute Brain Injury in Children. Neurocrit Care 2023; 38:791-811. [PMID: 36949362 PMCID: PMC10241718 DOI: 10.1007/s12028-023-01690-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 01/31/2023] [Indexed: 03/24/2023]
Abstract
Timely detection and monitoring of acute brain injury in children is essential to mitigate causes of injury and prevent secondary insults. Increasing survival in critically ill children has emphasized the importance of neuroprotective management strategies for long-term quality of life. In emergent and critical care settings, traditional neuroimaging modalities, such as computed tomography and magnetic resonance imaging (MRI), remain frontline diagnostic techniques to detect acute brain injury. Although detection of structural and anatomical abnormalities remains crucial, advanced MRI sequences assessing functional alterations in cerebral physiology provide unique diagnostic utility. Head ultrasound has emerged as a portable neuroimaging modality for point-of-care diagnosis via assessments of anatomical and perfusion abnormalities. Application of electroencephalography and near-infrared spectroscopy provides the opportunity for real-time detection and goal-directed management of neurological abnormalities at the bedside. In this review, we describe recent technological advancements in these neurodiagnostic modalities and elaborate on their current and potential utility in the detection and management of acute brain injury.
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Affiliation(s)
- Tiffany S Ko
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, Philadelphia, USA.
| | - Eva Catennacio
- Division of Neurology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, USA
| | - Samuel S Shin
- Department of Neurosurgery, Hospital of the University of Pennsylvania, Philadelphia, USA
| | - Joseph Stern
- Department of Radiology, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, USA
| | - Shavonne L Massey
- Division of Neurology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, USA
| | - Todd J Kilbaugh
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, Philadelphia, USA
| | - Misun Hwang
- Department of Radiology, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, USA
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Carra G, Flechet M, Jacobs A, Verstraete S, Vlasselaers D, Desmet L, Van Cleemput H, Wouters P, Vanhorebeek I, Van den Berghe G, Güiza F, Meyfroidt G. Postoperative Cerebral Oxygen Saturation in Children After Congenital Cardiac Surgery and Long-Term Total Intelligence Quotient: A Prospective Observational Study. Crit Care Med 2021; 49:967-976. [PMID: 33591016 PMCID: PMC8132917 DOI: 10.1097/ccm.0000000000004852] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVES During the early postoperative period, children with congenital heart disease can suffer from inadequate cerebral perfusion, with possible long-term neurocognitive consequences. Cerebral tissue oxygen saturation can be monitored noninvasively with near-infrared spectroscopy. In this prospective study, we hypothesized that reduced cerebral tissue oxygen saturation and increased intensity and duration of desaturation (defined as cerebral tissue oxygen saturation < 65%) during the early postoperative period, independently increase the probability of reduced total intelligence quotient, 2 years after admission to a PICU. DESIGN Single-center, prospective study, performed between 2012 and 2015. SETTING The PICU of the University Hospitals Leuven, Belgium. PATIENTS The study included pediatric patients after surgery for congenital heart disease admitted to the PICU. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Postoperative cerebral perfusion was characterized with the mean cerebral tissue oxygen saturation and dose of desaturation of the first 12 and 24 hours of cerebral tissue oxygen saturation monitoring. The independent association of postoperative mean cerebral tissue oxygen saturation and dose of desaturation with total intelligence quotient at 2-year follow-up was evaluated with a Bayesian linear regression model adjusted for known confounders. According to a noninformative prior, reduced mean cerebral tissue oxygen saturation during the first 12 hours of monitoring results in a loss of intelligence quotient points at 2 years, with a 90% probability (posterior β estimates [80% credible interval], 0.23 [0.04-0.41]). Similarly, increased dose of cerebral tissue oxygen saturation desaturation would result in a loss of intelligence quotient points at 2 years with a 90% probability (posterior β estimates [80% credible interval], -0.009 [-0.016 to -0.001]). CONCLUSIONS Increased dose of cerebral tissue oxygen saturation desaturation and reduced mean cerebral tissue oxygen saturation during the early postoperative period independently increase the probability of having a lower total intelligence quotient, 2 years after PICU admission.
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Affiliation(s)
- Giorgia Carra
- All authors: Clinical Division and Laboratory of Intensive Care Medicine, Department of Cellular and Molecular Medicine, UZ Leuven and KU Leuven, Leuven, Belgium
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3
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Ko TS, Mavroudis CD, Baker WB, Morano VC, Mensah-Brown K, Boorady TW, Schmidt AL, Lynch JM, Busch DR, Gentile J, Bratinov G, Lin Y, Jeong S, Melchior RW, Rosenthal TM, Shade BC, Schiavo KL, Xiao R, Gaynor JW, Yodh AG, Kilbaugh TJ, Licht DJ. Non-invasive optical neuromonitoring of the temperature-dependence of cerebral oxygen metabolism during deep hypothermic cardiopulmonary bypass in neonatal swine. J Cereb Blood Flow Metab 2020; 40:187-203. [PMID: 30375917 PMCID: PMC6928559 DOI: 10.1177/0271678x18809828] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Management of deep hypothermic (DH) cardiopulmonary bypass (CPB), a critical neuroprotective strategy, currently relies on non-invasive temperature to guide cerebral metabolic suppression during complex cardiac surgery in neonates. Considerable inter-subject variability in temperature response and residual metabolism may contribute to the persisting risk for postoperative neurological injury. To characterize and mitigate this variability, we assess the sufficiency of conventional nasopharyngeal temperature (NPT) guidance, and in the process, validate combined non-invasive frequency-domain diffuse optical spectroscopy (FD-DOS) and diffuse correlation spectroscopy (DCS) for direct measurement of cerebral metabolic rate of oxygen (CMRO2). During CPB, n = 8 neonatal swine underwent cooling from normothermia to 18℃, sustained DH perfusion for 40 min, and then rewarming to simulate cardiac surgery. Continuous non-invasive and invasive measurements of intracranial temperature (ICT) and CMRO2 were acquired. Significant hysteresis (p < 0.001) between cooling and rewarming periods in the NPT versus ICT and NPT versus CMRO2 relationships were found. Resolution of this hysteresis in the ICT versus CMRO2 relationship identified a crucial insufficiency of conventional NPT guidance. Non-invasive CMRO2 temperature coefficients with respect to NPT (Q10 = 2.0) and ICT (Q10 = 2.5) are consistent with previous reports and provide further validation of FD-DOS/DCS CMRO2 monitoring during DH CPB to optimize management.
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Affiliation(s)
- Tiffany S Ko
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA.,Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, PA, USA.,Division of Neurology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Constantine D Mavroudis
- Division of Cardiovascular Surgery, Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Wesley B Baker
- Division of Neurology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Vincent C Morano
- Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, PA, USA
| | - Kobina Mensah-Brown
- Division of Neurology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Timothy W Boorady
- Division of Neurology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | | | - Jennifer M Lynch
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - David R Busch
- Department of Anesthesiology & Pain Management, University of Texas Southwestern, Dallas, TX, USA.,Department of Neurology & Neurotherapeutics, University of Texas Southwestern, Dallas, TX, USA
| | - Javier Gentile
- Division of Cardiothoracic Surgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - George Bratinov
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Yuxi Lin
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Sejin Jeong
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Richard W Melchior
- Department of Perfusion Services, Cardiac Center, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Tami M Rosenthal
- Department of Perfusion Services, Cardiac Center, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Brandon C Shade
- Department of Perfusion Services, Cardiac Center, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Kellie L Schiavo
- Department of Perfusion Services, Cardiac Center, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Rui Xiao
- Department of Pediatrics, Division of Biostatistics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - J William Gaynor
- Division of Cardiothoracic Surgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Arjun G Yodh
- Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, PA, USA
| | - Todd J Kilbaugh
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Daniel J Licht
- Division of Neurology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
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Frogel J, Kogan A, Augoustides JG, Berkenstadt H, Feduska E, Steyn J, Dwarakanath S, Nir EA, Stohl S. The Value of Cerebral Oximetry Monitoring in Cardiac Surgery: Challenges and Solutions in Adult and Pediatric Practice. J Cardiothorac Vasc Anesth 2019; 33:1778-1784. [DOI: 10.1053/j.jvca.2018.08.206] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Indexed: 02/04/2023]
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El-Dib M, Soul JS. Monitoring and management of brain hemodynamics and oxygenation. HANDBOOK OF CLINICAL NEUROLOGY 2019; 162:295-314. [PMID: 31324316 DOI: 10.1016/b978-0-444-64029-1.00014-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
While cardiorespiratory monitoring is standard for newborns in the NICU, monitoring of brain hemodynamics and oxygenation is usually sporadic and targeted to newborns with suspected or confirmed neurologic disorders. This is unfortunate, since critically ill newborns, both preterm and term-born, are at high risk of brain injury and would benefit from improved techniques for continuous monitoring of brain hemodynamics and oxygenation, in addition to monitoring of systemic hemodynamics and oxygenation. Near-infrared spectroscopy (NIRS) and, to a lesser extent, Doppler ultrasound are techniques that have been used in research and increasingly for clinical purposes to measure and monitor brain hemodynamics and oxygenation in newborns. NIRS monitoring can be useful for detection of diverse pathologic conditions that occur frequently in very preterm newborns and in selected populations of term newborns at risk for brain injury related to disturbances of systemic hemodynamics. This chapter reviews the current state of the art with regard to brain-monitoring techniques and the research directed at this important area, and it concludes with suggestions for the use of currently available tools to manage newborns at high risk of neurologic injury from disturbances in brain hemodynamics and oxygenation.
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Affiliation(s)
- Mohamed El-Dib
- Neonatal Neurocritical Care, Department of Pediatric Newborn Medicine, Brigham and Women's Hospital, Boston, MA, United States
| | - Janet S Soul
- Fetal-Neonatal Neurology Program, Department of Neurology, Boston Children's Hospital, Boston, MA, United States; Department of Neurology, Harvard Medical School, Boston, MA, United States.
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Froyshteter AB, Tumin D, Whitaker EE, Martin DP, Hakim M, Walia H, Bhalla T, Tobias JD. Changes in tissue and cerebral oxygenation following spinal anesthesia in infants: a prospective study. J Anesth 2018; 32:288-292. [DOI: 10.1007/s00540-017-2446-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Accepted: 12/29/2017] [Indexed: 10/18/2022]
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Neunhoeffer F, Sandner K, Wiest M, Haller C, Renk H, Kumpf M, Schlensak C, Hofbeck M. Non-invasive assessment of cerebral oxygen metabolism following surgery of congenital heart disease. Interact Cardiovasc Thorac Surg 2017; 25:96-102. [PMID: 28419229 DOI: 10.1093/icvts/ivx080] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Accepted: 02/08/2017] [Indexed: 01/06/2023] Open
Abstract
OBJECTIVES Cerebral protection is a major issue in the treatment of infants with complex congenital heart disease. We tested a new device combining tissue spectrometry and laser Doppler flowmetry for non-invasive determination of cerebral oxygen metabolism following cardiac surgery in infants. METHODS We prospectively measured regional cerebral oxygen saturation cSO 2 and microperfusion (rcFlow) in 43 infants 12-24 h following corrective ( n = 30) or palliative surgery ( n = 13) of congenital heart defects. For comparison, cerebral blood flow (CBF) was determined by colour duplex sonography of the extracranial cerebral arteries. Cerebral fractional tissue oxygen extraction, approximated cerebral metabolic rate of oxygen (aCMRO 2 ) and cerebral metabolic rate of oxygen (CMRO 2 ) were calculated. RESULTS cSO 2 was lower [54.6% (35.7-64.0) vs 59.7% (44.5-81.7); P < 0.01] after neonatal palliation, while rcFlow [69.7 AU (42.5-165.3) vs 77.0 AU (41.2-168.1); P = 0.06] and cerebral fractional tissue oxygen extraction [0.34 (0.24-0.82) vs 0.38 (0.17-0.55); P = 0.63] showed a trend towards lower values. We found a positive correlation between aCMRO 2 and CMRO 2 ( r = 0.27; P = 0.03). aCMRO 2 was significantly lower after neonatal palliation [4.0 AU (2.1-6.3) vs 4.9 AU (2.2-15.6); P = 0.02]. CONCLUSIONS According to our experience, combined photospectrometry and laser Doppler flowmetry enable non-invasive assessment of cerebral oxygen metabolism. The method promises new insights into perioperative cerebral perfusion following palliation or corrective surgery in infancy.
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Affiliation(s)
- Felix Neunhoeffer
- Department of Paediatric Cardiology, Pulmology and Paediatric Intensive Care Medicine, University Children's Hospital Tübingen, Tübingen, Germany
| | - Katharina Sandner
- Department of Paediatric Cardiology, Pulmology and Paediatric Intensive Care Medicine, University Children's Hospital Tübingen, Tübingen, Germany
| | - Milena Wiest
- Department of Paediatric Cardiology, Pulmology and Paediatric Intensive Care Medicine, University Children's Hospital Tübingen, Tübingen, Germany
| | - Christoph Haller
- Department of Thoracic and Cardiovascular Surgery, University Hospital Tübingen, Tübingen, Germany
| | - Hanna Renk
- Department of Paediatric Cardiology, Pulmology and Paediatric Intensive Care Medicine, University Children's Hospital Tübingen, Tübingen, Germany
| | - Matthias Kumpf
- Department of Paediatric Cardiology, Pulmology and Paediatric Intensive Care Medicine, University Children's Hospital Tübingen, Tübingen, Germany
| | - Christian Schlensak
- Department of Thoracic and Cardiovascular Surgery, University Hospital Tübingen, Tübingen, Germany
| | - Michael Hofbeck
- Department of Paediatric Cardiology, Pulmology and Paediatric Intensive Care Medicine, University Children's Hospital Tübingen, Tübingen, Germany
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8
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Zhou BC, Liu LJ, Liu B. Neuroprotection of hyperbaric oxygen therapy in sub-acute traumatic brain injury: not by immediately improving cerebral oxygen saturation and oxygen partial pressure. Neural Regen Res 2016; 11:1445-1449. [PMID: 27857747 PMCID: PMC5090846 DOI: 10.4103/1673-5374.191218] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Although hyperbaric oxygen (HBO) therapy can promote the recovery of neural function in patients who have suffered traumatic brain injury (TBI), the underlying mechanism is unclear. We hypothesized that hyperbaric oxygen treatment plays a neuroprotective role in TBI by increasing regional transcranial oxygen saturation (rSO2) and oxygen partial pressure (PaO2). To test this idea, we compared two groups: a control group with 20 healthy people and a treatment group with 40 TBI patients. The 40 patients were given 100% oxygen of HBO for 90 minutes. Changes in rSO2 were measured. The controls were also examined for rSO2 and PaO2, but received no treatment. rSO2 levels in the patients did not differ significantly after treatment, but levels before and after treatment were significantly lower than those in the control group. PaO2 levels were significantly decreased after the 30-minute HBO treatment. Our findings suggest that there is a disorder of oxygen metabolism in patients with sub-acute TBI. HBO does not immediately affect cerebral oxygen metabolism, and the underlying mechanism still needs to be studied in depth.
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Affiliation(s)
- Bao-Chun Zhou
- Department of Emergency and Intensive Care Unit, the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
| | - Li-Jun Liu
- Department of Emergency and Intensive Care Unit, the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
| | - Bing Liu
- Department of Neurosurgery, High-tech District Branch of the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
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9
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Use of near-infrared spectroscopy in predicting response to intravenous fluid load in anaesthetized infants. Anaesth Crit Care Pain Med 2015; 34:265-70. [DOI: 10.1016/j.accpm.2015.06.005] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2014] [Accepted: 06/11/2015] [Indexed: 11/23/2022]
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10
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Gil-Anton J, Redondo S, Garcia Urabayen D, Nieto Faza M, Sanz I, Pilar J. Combined Cerebral and Renal Near-Infrared Spectroscopy After Congenital Heart Surgery. Pediatr Cardiol 2015; 36:1173-8. [PMID: 25764508 DOI: 10.1007/s00246-015-1139-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2014] [Accepted: 03/04/2015] [Indexed: 12/27/2022]
Abstract
The maintenance of an adequate oxygen supply to tissues after congenital heart surgery is essential for good outcomes. The objective of this study was to assess the usefulness of near-infrared spectroscopy (NIRS) for estimating central venous oxygen saturation (ScvO2) using both cerebral and renal measurements, explore its relation with cardiac output measurements and check its ability to detect low cardiac output. A prospective observational pilot study was conducted in patients weighing <10 kg undergoing cardiopulmonary bypass surgery. Spectroscopy probes were placed on the forehead and renal area, and serial cardiac output measurements were obtained by femoral transpulmonary thermodilution over the first 24 h after surgery. In the 15 patients studied, ScvO2 was correlated with cerebral (r = 0.58), renal (r = 0.60) and combined (r = 0.71) measurements. Likewise, the systolic index was correlated with the NIRS signals: cerebral (r = 0.60), renal (r = 0.50) and combined (r = 0.66). Statistically significant differences were found in the NIRS measures registered in the 29 low cardiac output events detected by thermodilution: cerebral: 62 % (59-65) versus 69 % (63-76); renal: 83 % (70-89) versus 89 % (83-95); and combined 64 % (60-69) versus 72 % (67-76). In our series, combined cerebral and renal monitoring was correlated with central venous oxygen saturation and cardiac output; low cardiac output detection associated a different spectroscopy pattern.
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Affiliation(s)
- Javier Gil-Anton
- Pediatric Intensive Care Unit, Cruces University Hospital, Bizkaia, Spain,
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Michelet D, Arslan O, Hilly J, Mangalsuren N, Brasher C, Grace R, Bonnard A, Malbezin S, Nivoche Y, Dahmani S. Intraoperative changes in blood pressure associated with cerebral desaturation in infants. Paediatr Anaesth 2015; 25:681-8. [PMID: 25929346 DOI: 10.1111/pan.12671] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/02/2015] [Indexed: 11/26/2022]
Abstract
BACKGROUND Intraoperative hypotension has been linked to poor postoperative neurological outcomes. However, the definition of hypotension remains controversial in children. We sought to determine arterial blood pressure threshold values associated with cerebral desaturation in infants. METHODS After ethics committee approval, infants younger than 3 months were included in this prospective observational study. Cerebral saturation was assessed using near-infrared spectroscopy. The primary goal of the study was to determine percentage reductions in intraoperative systolic blood pressure (SBP) and mean blood pressure (MBP) associated with decreases in cerebral blood oxygen saturation of >20%, when compared to baseline. Analyses were performed using a bootstrap receiving operator characteristic (ROC) curves with determination of the gray zone. RESULTS Sixty patients were recruited and 960 measurement points were recorded. Fifty-nine data points (6.1%) recorded cerebral desaturation of >20% when compared to baseline. The areas under the ROC curves were 0.79 (0.74-0.84) and 0.67 (0.6-0.75) for percentage decreases in SBP and MBP, respectively. Gray zone values with false-positive and negative rates <10% were SBP decreases of 20.5% and 37.5%, respectively, and MBP decreases of 15.5% and 44.5%, respectively. CONCLUSION Our results indicate that falls in noninvasive systolic blood pressure of <20% from baseline are associated with a <10% chance of cerebral desaturation in neonates and infants <3 months of age undergoing noncardiac surgery. As such, maintaining systolic blood pressure above this threshold value appears a valid clinical target.
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Affiliation(s)
- Daphné Michelet
- Department of Anesthesia, Intensive Care and Pain Management, AP-HP, Robert Debré University Hospital, Paris, France.,Paris Diderot University (Paris VII), Pres Paris Sorbonne Cité, Paris, France
| | - Ozkan Arslan
- Department of Anesthesia, Intensive Care and Pain Management, AP-HP, Robert Debré University Hospital, Paris, France.,Paris Diderot University (Paris VII), Pres Paris Sorbonne Cité, Paris, France
| | - Julie Hilly
- Department of Anesthesia, Intensive Care and Pain Management, AP-HP, Robert Debré University Hospital, Paris, France.,Paris Diderot University (Paris VII), Pres Paris Sorbonne Cité, Paris, France
| | - Nyamjargal Mangalsuren
- Department of Anesthesia, Intensive Care and Pain Management, AP-HP, Robert Debré University Hospital, Paris, France.,Paris Diderot University (Paris VII), Pres Paris Sorbonne Cité, Paris, France
| | - Christopher Brasher
- Department of Anesthesia, Intensive Care and Pain Management, AP-HP, Robert Debré University Hospital, Paris, France.,Paris Diderot University (Paris VII), Pres Paris Sorbonne Cité, Paris, France
| | - Robert Grace
- Department of Anesthesia, Intensive Care and Peri-operative Medicine, Cairns Hospital, Cairns, Qld, Australia
| | - Arnaud Bonnard
- Paris Diderot University (Paris VII), Pres Paris Sorbonne Cité, Paris, France.,Department of General and Urological Surgery, AP-HP, Robert Debré University Hospital, Paris Diderot University, Paris, France
| | - Serge Malbezin
- Department of Anesthesia, Intensive Care and Pain Management, AP-HP, Robert Debré University Hospital, Paris, France.,Paris Diderot University (Paris VII), Pres Paris Sorbonne Cité, Paris, France
| | - Yves Nivoche
- Department of Anesthesia, Intensive Care and Pain Management, AP-HP, Robert Debré University Hospital, Paris, France.,Paris Diderot University (Paris VII), Pres Paris Sorbonne Cité, Paris, France
| | - Souhayl Dahmani
- Department of Anesthesia, Intensive Care and Pain Management, AP-HP, Robert Debré University Hospital, Paris, France.,Paris Diderot University (Paris VII), Pres Paris Sorbonne Cité, Paris, France.,Department of Anesthesia, Intensive Care and Peri-operative Medicine, Cairns Hospital, Cairns, Qld, Australia.,University and Hospital Department PROTECT, Robert Debré University Hospital, Paris, France
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